diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 721735d..eba8270 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -21,7 +21,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
-        python_version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+        python_version: ["3.7", "3.8", "3.9", "3.10", "3.11", "3.12.0-rc.2"]
         include:
           - os: windows-2019
             python_version: "3.6"
diff --git a/requirements.txt b/requirements.txt
index 33a1960..1669e18 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@ catalogue>=2.0.3,<2.1.0
 # Development requirements
 cython>=0.29.1,<0.30.0
 pytest>=4.6.5
-pytest-timeout>=1.3.3,<2.0.0
+pytest-timeout>=1.3.3
 mock>=2.0.0,<3.0.0
 numpy>=1.15.0
 psutil
diff --git a/srsly/tests/cloudpickle/cloudpickle_test.py b/srsly/tests/cloudpickle/cloudpickle_test.py
index b293c53..e4dba00 100644
--- a/srsly/tests/cloudpickle/cloudpickle_test.py
+++ b/srsly/tests/cloudpickle/cloudpickle_test.py
@@ -740,13 +740,13 @@ def test_module_importability(self):
         pytest.importorskip("_cloudpickle_testpkg")
         from srsly.cloudpickle.compat import pickle
         import os.path
-        import distutils
-        import distutils.ccompiler
+        import collections
+        import collections.abc
 
         assert _should_pickle_by_reference(pickle)
         assert _should_pickle_by_reference(os.path)  # fake (aliased) module
-        assert _should_pickle_by_reference(distutils)  # package
-        assert _should_pickle_by_reference(distutils.ccompiler)  # module in package
+        assert _should_pickle_by_reference(collections)  # package
+        assert _should_pickle_by_reference(collections.abc)  # module in package
 
         dynamic_module = types.ModuleType('dynamic_module')
         assert not _should_pickle_by_reference(dynamic_module)
@@ -874,8 +874,8 @@ def test_builtin_classicmethod(self):
             or platform.python_implementation() == "PyPy"
             or (sys.version_info[:2] == (3, 10) and sys.version_info >= (3, 10, 8))
             # Skipping tests on 3.11 due to https://github.com/cloudpipe/cloudpickle/pull/486.
-            or sys.version_info[:2] == (3, 11),
-        reason="Fails on aarch64 + python 3.10+ in cibuildwheel, currently unable to replicate failure elsewhere; fails sometimes for pypy on conda-forge; fails for python 3.10.8+ and 3.11")
+            or sys.version_info[:2] >= (3, 11),
+        reason="Fails on aarch64 + python 3.10+ in cibuildwheel, currently unable to replicate failure elsewhere; fails sometimes for pypy on conda-forge; fails for python 3.10.8+ and 3.11+")
     def test_builtin_classmethod(self):
         obj = 1.5  # float object
 
@@ -1999,6 +1999,7 @@ def test_unhashable_function(self):
         self.assertEqual(depickled_method('a'), 1)
         self.assertEqual(depickled_method('b'), None)
 
+    @pytest.mark.skipif(sys.version_info >= (3, 12), reason="Deprecation warning in python 3.12 about future deprecation in python 3.14")
     def test_itertools_count(self):
         counter = itertools.count(1, step=2)
 
diff --git a/srsly/tests/ruamel_yaml/test_comments.py b/srsly/tests/ruamel_yaml/test_comments.py
index 67a856c..b65198d 100755
--- a/srsly/tests/ruamel_yaml/test_comments.py
+++ b/srsly/tests/ruamel_yaml/test_comments.py
@@ -583,7 +583,10 @@ def test_issue_60(self):
         )
         assert data["x"]["a"] == 1
         assert data["y"]["a"] == 1
-        assert str(data["y"]) == """ordereddict([('a', 1)])"""
+        if sys.version_info >= (3, 12):
+            assert str(data["y"]) == """ordereddict({'a': 1})"""
+        else:
+            assert str(data["y"]) == """ordereddict([('a', 1)])"""
 
     def test_issue_60_1(self):
         data = round_trip_load(
@@ -597,7 +600,10 @@ def test_issue_60_1(self):
         )
         assert data["x"]["a"] == 1
         assert data["y"]["a"] == 1
-        assert str(data["y"]) == """ordereddict([('b', 2), ('a', 1)])"""
+        if sys.version_info >= (3, 12):
+            assert str(data["y"]) == """ordereddict({'b': 2, 'a': 1})"""
+        else:
+            assert str(data["y"]) == """ordereddict([('b', 2), ('a', 1)])"""
 
 
 class TestEmptyLines:
diff --git a/srsly/tests/ruamel_yaml/test_issues.py b/srsly/tests/ruamel_yaml/test_issues.py
index 57ee67f..11dfbb7 100755
--- a/srsly/tests/ruamel_yaml/test_issues.py
+++ b/srsly/tests/ruamel_yaml/test_issues.py
@@ -4,6 +4,7 @@
 
 
 import pytest  # NOQA
+import sys
 
 
 from .roundtrip import (
@@ -34,9 +35,14 @@ def test_issue_61(self):
         )
         data = srsly.ruamel_yaml.round_trip_load(s)
         assert str(data["comb"]) == str(data["def"])
-        assert (
-            str(data["comb"]) == "ordereddict([('key', 'value'), ('key1', 'value1')])"
-        )
+        if sys.version_info >= (3, 12):
+            assert (
+                str(data["comb"]) == "ordereddict({'key': 'value', 'key1': 'value1'})"
+            )
+        else:
+            assert (
+                str(data["comb"]) == "ordereddict([('key', 'value'), ('key1', 'value1')])"
+            )
 
     def test_issue_82(self, tmpdir):
         program_src = r'''